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Volumn 50, Issue , 2015, Pages 229-234

Performance and quality assessment of similarity measures in collaborative filtering using mahout

Author keywords

Analysis of similarity measures; Performance and quality of similarity measures; Performance of mahout based recommendation; Performance of user based recommendation; Similarity measures in collaborative filtering

Indexed keywords

ARTIFICIAL INTELLIGENCE; BIG DATA; LEARNING SYSTEMS; QUALITY CONTROL; RECOMMENDER SYSTEMS;

EID: 84937391610     PISSN: None     EISSN: 18770509     Source Type: Conference Proceeding    
DOI: 10.1016/j.procs.2015.04.055     Document Type: Conference Paper
Times cited : (36)

References (13)
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    • Adomavicius G. and Tuzhilin A.: "Toward the next generation of recommender systems: A survey of the state-of-The-Art and possible extensions". IEEE Transactions on Knowledge and Data Engineering, 17 (6) : 734-749, 2005.
    • (2005) IEEE Transactions on Knowledge and Data Engineering , vol.17 , Issue.6 , pp. 734-749
    • Adomavicius, G.1    Tuzhilin, A.2
  • 3
    • 72449179929 scopus 로고    scopus 로고
    • The wisdom of the few: A collaborative filtering approach based on expert opinions from the web
    • Amatriain X., Lathia N., Pujol J.M., Kwak H. and Oliver N.: "The wisdom of the few: A collaborative filtering approach based on expert opinions from the web". In Proc. of SIGIR '09, 2009.
    • (2009) Proc. of SIGIR '09
    • Amatriain, X.1    Lathia, N.2    Pujol, J.M.3    Kwak, H.4    Oliver, N.5
  • 7
    • 80052208890 scopus 로고    scopus 로고
    • Encyclopedia of Machine Learning
    • Melville P. and Sindhwani V.: "Recommender Systems" (http: //www.premmelville. com/publications/recommender- systemseml2010. pdf) , Encyclopedia of Machine Learning, 2010.
    • (2010) Recommender Systems
    • Melville, P.1    Sindhwani, V.2
  • 8
    • 3042697346 scopus 로고    scopus 로고
    • Evaluating collaborative filtering recommender systems
    • January
    • Herlocker J.L., Konstan J.A., Borchers A., and Riedl J.: "Evaluating collaborative filtering recommender systems", January 2004. (http: //portal.acm.org/citation.cfm?id=963772) . ACM Trans. Inf. Syst. 22 (1) : 5-53.
    • (2004) ACM Trans. Inf. Syst. , vol.22 , Issue.1 , pp. 5-53
    • Herlocker, J.L.1    Konstan, J.A.2    Borchers, A.3    Riedl, J.4
  • 12
    • 84908892421 scopus 로고    scopus 로고
    • Comparative recommender system evaluation: Benchmarking recommendation frameworks
    • Alan Said, Alejandro Bellogín: "Comparative Recommender System Evaluation: Benchmarking Recommendation Frameworks". In Proc. of RecSys'14, 2014.
    • (2014) Proc. of RecSys'14
    • Said, A.1    Bellogín, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.